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Liusheng Huang — most-cited papers & profile · Federated Learning
← authors
·
overview
Liusheng Huang
11
papers ·
5
citations ·
46
h-index
University of Science and Technology of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Caesar: A Low-deviation Compression Approach for Efficient Federated Learning
2024 · 1 citations
Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data
2025
FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning
2025
Mitigating Catastrophic Forgetting with Adaptive Transformer Block Expansion in Federated Fine-Tuning
2025
SemiSFL: Split Federated Learning on Unlabeled and Non-IID Data
2023
ParallelSFL: A Novel Split Federated Learning Framework Tackling Heterogeneity Issues
2024
Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics
2024
Top co-authors
Hongli Xu
· 7
Jianchun Liu
· 5
Shilong Wang
· 3
Chunming Qiao
· 2
Yang Xu
· 2
Yunming Liao
· 2
Chenxia Tang
· 1
Xudong Liu
· 1
Zhiwei Yao
· 1
Topics
Federated Learning
Communication
Privacy
Data Heterogeneity
cs.DC
Edge Computing